Task 10938953
| Name | ParityModified-1639947006-4774-1-0_1 |
| Workunit | 7598584 |
| Created | 21 Jan 2022, 11:28:02 UTC |
| Sent | 21 Jan 2022, 13:02:24 UTC |
| Report deadline | 29 Jan 2022, 13:02:24 UTC |
| Received | 21 Jan 2022, 15:16:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12966 |
| Run time | 1 hours 0 min 12 sec |
| CPU time | 1 hours 0 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,943.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.85 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.17</core_client_version> <![CDATA[ <stderr_txt> 06:01:00 main:581] : INFO : Epoch 1538 | loss: 0.0311658 | val_loss: 0.0311642 | Time: 1728 ms [2022-01-21 06:01:01 main:581] : INFO : Epoch 1539 | loss: 0.0311679 | val_loss: 0.0311645 | Time: 1780.01 ms [2022-01-21 06:01:03 main:581] : INFO : Epoch 1540 | loss: 0.0311682 | val_loss: 0.0311697 | Time: 1798.09 ms [2022-01-21 06:01:05 main:581] : INFO : Epoch 1541 | loss: 0.0311705 | val_loss: 0.0311622 | Time: 1751.33 ms [2022-01-21 06:01:07 main:581] : INFO : Epoch 1542 | loss: 0.0311697 | val_loss: 0.0311681 | Time: 1769.99 ms [2022-01-21 06:01:08 main:581] : INFO : Epoch 1543 | loss: 0.0311687 | val_loss: 0.0311638 | Time: 1773.54 ms [2022-01-21 06:01:10 main:581] : INFO : Epoch 1544 | loss: 0.0311647 | val_loss: 0.0311667 | Time: 1769.02 ms [2022-01-21 06:01:12 main:581] : INFO : Epoch 1545 | loss: 0.0311679 | val_loss: 0.0311713 | Time: 1771.1 ms [2022-01-21 06:01:14 main:581] : INFO : Epoch 1546 | loss: 0.0311643 | val_loss: 0.0311635 | Time: 1726.35 ms [2022-01-21 06:01:15 main:581] : INFO : Epoch 1547 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 1734.51 ms [2022-01-21 06:01:17 main:581] : INFO : Epoch 1548 | loss: 0.0311679 | val_loss: 0.0311638 | Time: 1751.52 ms [2022-01-21 06:01:19 main:581] : INFO : Epoch 1549 | loss: 0.031168 | val_loss: 0.0311671 | Time: 1750.54 ms [2022-01-21 06:01:21 main:581] : INFO : Epoch 1550 | loss: 0.0311651 | val_loss: 0.0311641 | Time: 1760.94 ms [2022-01-21 06:01:23 main:581] : INFO : Epoch 1551 | loss: 0.0311644 | val_loss: 0.0311666 | Time: 1761.76 ms [2022-01-21 06:01:24 main:581] : INFO : Epoch 1552 | loss: 0.0311679 | val_loss: 0.0311722 | Time: 1770.59 ms [2022-01-21 06:01:26 main:581] : INFO : Epoch 1553 | loss: 0.0311697 | val_loss: 0.031167 | Time: 1757.74 ms [2022-01-21 06:01:28 main:581] : INFO : Epoch 1554 | loss: 0.0311733 | val_loss: 0.0311724 | Time: 1743.4 ms [2022-01-21 06:01:30 main:581] : INFO : Epoch 1555 | loss: 0.0311721 | val_loss: 0.0311709 | Time: 1782.98 ms [2022-01-21 06:01:31 main:581] : INFO : Epoch 1556 | loss: 0.0311679 | val_loss: 0.0311654 | Time: 1741.37 ms [2022-01-21 06:01:33 main:581] : INFO : Epoch 1557 | loss: 0.0311665 | val_loss: 0.0311719 | Time: 1802.68 ms [2022-01-21 06:01:35 main:581] : INFO : Epoch 1558 | loss: 0.031168 | val_loss: 0.0311692 | Time: 1798.69 ms [2022-01-21 06:01:37 main:581] : INFO : Epoch 1559 | loss: 0.0311707 | val_loss: 0.0311671 | Time: 1774.06 ms [2022-01-21 06:01:38 main:581] : INFO : Epoch 1560 | loss: 0.0311696 | val_loss: 0.0311656 | Time: 1766.47 ms [2022-01-21 06:01:40 main:581] : INFO : Epoch 1561 | loss: 0.0311655 | val_loss: 0.0311642 | Time: 1777.07 ms [2022-01-21 06:01:42 main:581] : INFO : Epoch 1562 | loss: 0.0311693 | val_loss: 0.0311696 | Time: 1776.74 ms [2022-01-21 06:01:44 main:581] : INFO : Epoch 1563 | loss: 0.0311728 | val_loss: 0.0311615 | Time: 1811.11 ms [2022-01-21 06:01:46 main:581] : INFO : Epoch 1564 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 1726.47 ms [2022-01-21 06:01:47 main:581] : INFO : Epoch 1565 | loss: 0.0311705 | val_loss: 0.0311682 | Time: 1740.79 ms [2022-01-21 06:01:49 main:581] : INFO : Epoch 1566 | loss: 0.0311718 | val_loss: 0.0311671 | Time: 1758.56 ms [2022-01-21 06:01:51 main:581] : INFO : Epoch 1567 | loss: 0.0311717 | val_loss: 0.0311729 | Time: 1764.52 ms [2022-01-21 06:01:53 main:581] : INFO : Epoch 1568 | loss: 0.0311715 | val_loss: 0.0311655 | Time: 1766.79 ms [2022-01-21 06:01:54 main:581] : INFO : Epoch 1569 | loss: 0.0311659 | val_loss: 0.0311643 | Time: 1755.37 ms [2022-01-21 06:01:56 main:581] : INFO : Epoch 1570 | loss: 0.0311672 | val_loss: 0.0311659 | Time: 1773.22 ms [2022-01-21 06:01:58 main:581] : INFO : Epoch 1571 | loss: 0.0311636 | val_loss: 0.0311641 | Time: 1771.39 ms [2022-01-21 06:02:00 main:581] : INFO : Epoch 1572 | loss: 0.0311648 | val_loss: 0.0311659 | Time: 1775.54 ms [2022-01-21 06:02:01 main:581] : INFO : Epoch 1573 | loss: 0.0311686 | val_loss: 0.0311654 | Time: 1798.49 ms [2022-01-21 06:02:03 main:581] : INFO : Epoch 1574 | loss: 0.0311634 | val_loss: 0.0311622 | Time: 1761.88 ms [2022-01-21 06:02:05 main:581] : INFO : Epoch 1575 | loss: 0.0311659 | val_loss: 0.0311729 | Time: 1716.59 ms [2022-01-21 06:02:07 main:581] : INFO : Epoch 1576 | loss: 0.0311635 | val_loss: 0.0311608 | Time: 1751.59 ms [2022-01-21 06:02:08 main:581] : INFO : Epoch 1577 | loss: 0.0311643 | val_loss: 0.0311617 | Time: 1752.08 ms [2022-01-21 06:02:10 main:581] : INFO : Epoch 1578 | loss: 0.0311681 | val_loss: 0.0311862 | Time: 1763.1 ms [2022-01-21 06:02:12 main:581] : INFO : Epoch 1579 | loss: 0.0311711 | val_loss: 0.0311704 | Time: 1759.61 ms [2022-01-21 06:02:14 main:581] : INFO : Epoch 1580 | loss: 0.0311666 | val_loss: 0.0311615 | Time: 1759.28 ms [2022-01-21 06:02:15 main:581] : INFO : Epoch 1581 | loss: 0.0311629 | val_loss: 0.0311657 | Time: 1767.83 ms [2022-01-21 06:02:17 main:581] : INFO : Epoch 1582 | loss: 0.0311674 | val_loss: 0.031162 | Time: 1759.44 ms [2022-01-21 06:02:19 main:581] : INFO : Epoch 1583 | loss: 0.0311623 | val_loss: 0.0311619 | Time: 1759.88 ms [2022-01-21 06:02:21 main:581] : INFO : Epoch 1584 | loss: 0.0311638 | val_loss: 0.0311617 | Time: 1757.66 ms [2022-01-21 06:02:23 main:581] : INFO : Epoch 1585 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 1749.83 ms [2022-01-21 06:02:24 main:581] : INFO : Epoch 1586 | loss: 0.031165 | val_loss: 0.0311652 | Time: 1748.57 ms [2022-01-21 06:02:26 main:581] : INFO : Epoch 1587 | loss: 0.0311608 | val_loss: 0.0311677 | Time: 1762.11 ms [2022-01-21 06:02:28 main:581] : INFO : Epoch 1588 | loss: 0.0311629 | val_loss: 0.0311701 | Time: 1754.08 ms [2022-01-21 06:02:30 main:581] : INFO : Epoch 1589 | loss: 0.0311636 | val_loss: 0.0311607 | Time: 1749.92 ms [2022-01-21 06:02:31 main:581] : INFO : Epoch 1590 | loss: 0.0311622 | val_loss: 0.031165 | Time: 1728.79 ms [2022-01-21 06:02:33 main:581] : INFO : Epoch 1591 | loss: 0.0311684 | val_loss: 0.0311705 | Time: 1768.61 ms [2022-01-21 06:02:35 main:581] : INFO : Epoch 1592 | loss: 0.0311689 | val_loss: 0.0311644 | Time: 1766.83 ms [2022-01-21 06:02:37 main:581] : INFO : Epoch 1593 | loss: 0.0311624 | val_loss: 0.0311803 | Time: 1767.67 ms [2022-01-21 06:02:38 main:581] : INFO : Epoch 1594 | loss: 0.0311685 | val_loss: 0.0311626 | Time: 1756.49 ms [2022-01-21 06:02:40 main:581] : INFO : Epoch 1595 | loss: 0.0311669 | val_loss: 0.0311652 | Time: 1777.2 ms [2022-01-21 06:02:42 main:581] : INFO : Epoch 1596 | loss: 0.0311666 | val_loss: 0.0311653 | Time: 1719.98 ms [2022-01-21 06:02:44 main:581] : INFO : Epoch 1597 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 1724.82 ms [2022-01-21 06:02:45 main:581] : INFO : Epoch 1598 | loss: 0.031165 | val_loss: 0.0311678 | Time: 1756.43 ms [2022-01-21 06:02:47 main:581] : INFO : Epoch 1599 | loss: 0.0311678 | val_loss: 0.0311666 | Time: 1760.29 ms [2022-01-21 06:02:49 main:581] : INFO : Epoch 1600 | loss: 0.0311678 | val_loss: 0.0311697 | Time: 1757.59 ms [2022-01-21 06:02:51 main:581] : INFO : Epoch 1601 | loss: 0.031167 | val_loss: 0.0311647 | Time: 1767.73 ms [2022-01-21 06:02:52 main:581] : INFO : Epoch 1602 | loss: 0.0311672 | val_loss: 0.0311799 | Time: 1772.27 ms [2022-01-21 06:02:54 main:581] : INFO : Epoch 1603 | loss: 0.0311721 | val_loss: 0.0311724 | Time: 1760.71 ms [2022-01-21 06:02:56 main:581] : INFO : Epoch 1604 | loss: 0.0311708 | val_loss: 0.0311695 | Time: 1755.53 ms [2022-01-21 06:02:58 main:581] : INFO : Epoch 1605 | loss: 0.0311676 | val_loss: 0.0311647 | Time: 1781.56 ms [2022-01-21 06:02:59 main:581] : INFO : Epoch 1606 | loss: 0.0311709 | val_loss: 0.0311697 | Time: 1759.96 ms [2022-01-21 06:03:01 main:581] : INFO : Epoch 1607 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 1760.66 ms [2022-01-21 06:03:03 main:581] : INFO : Epoch 1608 | loss: 0.0311637 | val_loss: 0.0311646 | Time: 1758.14 ms [2022-01-21 06:03:05 main:581] : INFO : Epoch 1609 | loss: 0.0311654 | val_loss: 0.0311711 | Time: 1752.81 ms [2022-01-21 06:03:06 main:581] : INFO : Epoch 1610 | loss: 0.0311636 | val_loss: 0.0311658 | Time: 1765.33 ms [2022-01-21 06:03:08 main:581] : INFO : Epoch 1611 | loss: 0.0311623 | val_loss: 0.03118 | Time: 1774.85 ms [2022-01-21 06:03:10 main:581] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311688 | Time: 1752.08 ms [2022-01-21 06:03:12 main:581] : INFO : Epoch 1613 | loss: 0.0311632 | val_loss: 0.0311683 | Time: 1758.28 ms [2022-01-21 06:03:14 main:581] : INFO : Epoch 1614 | loss: 0.0311661 | val_loss: 0.0311877 | Time: 1771.17 ms [2022-01-21 06:03:15 main:581] : INFO : Epoch 1615 | loss: 0.0311694 | val_loss: 0.031166 | Time: 1757.99 ms [2022-01-21 06:03:17 main:581] : INFO : Epoch 1616 | loss: 0.0311611 | val_loss: 0.0311618 | Time: 1758.02 ms [2022-01-21 06:03:19 main:581] : INFO : Epoch 1617 | loss: 0.0311616 | val_loss: 0.0311629 | Time: 1756.87 ms [2022-01-21 06:03:21 main:581] : INFO : Epoch 1618 | loss: 0.0311635 | val_loss: 0.0311645 | Time: 1745.99 ms [2022-01-21 06:03:22 main:581] : INFO : Epoch 1619 | loss: 0.0311657 | val_loss: 0.0312053 | Time: 1762.99 ms [2022-01-21 06:03:24 main:581] : INFO : Epoch 1620 | loss: 0.0312056 | val_loss: 0.0311977 | Time: 1749.5 ms [2022-01-21 06:03:26 main:581] : INFO : Epoch 1621 | loss: 0.0311851 | val_loss: 0.0311772 | Time: 1762.87 ms [2022-01-21 06:03:28 main:581] : INFO : Epoch 1622 | loss: 0.031179 | val_loss: 0.031182 | Time: 1764.36 ms [2022-01-21 06:03:29 main:581] : INFO : Epoch 1623 | loss: 0.0311768 | val_loss: 0.0311761 | Time: 1757.04 ms [2022-01-21 06:03:31 main:581] : INFO : Epoch 1624 | loss: 0.0311744 | val_loss: 0.0311713 | Time: 1759.4 ms [2022-01-21 06:03:33 main:581] : INFO : Epoch 1625 | loss: 0.0311732 | val_loss: 0.0311737 | Time: 1767.13 ms [2022-01-21 06:03:35 main:581] : INFO : Epoch 1626 | loss: 0.0311734 | val_loss: 0.0311699 | Time: 1765.18 ms [2022-01-21 06:03:36 main:581] : INFO : Epoch 1627 | loss: 0.0311724 | val_loss: 0.0311681 | Time: 1748.03 ms [2022-01-21 06:03:38 main:581] : INFO : Epoch 1628 | loss: 0.0311714 | val_loss: 0.0311746 | Time: 1760.96 ms [2022-01-21 06:03:40 main:581] : INFO : Epoch 1629 | loss: 0.0311707 | val_loss: 0.0311673 | Time: 1755.22 ms [2022-01-21 06:03:42 main:581] : INFO : Epoch 1630 | loss: 0.031171 | val_loss: 0.031172 | Time: 1791.75 ms [2022-01-21 06:03:43 main:581] : INFO : Epoch 1631 | loss: 0.0311716 | val_loss: 0.0311681 | Time: 1753.61 ms [2022-01-21 06:03:45 main:581] : INFO : Epoch 1632 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1755.86 ms [2022-01-21 06:03:47 main:581] : INFO : Epoch 1633 | loss: 0.0311713 | val_loss: 0.0311684 | Time: 1767.12 ms [2022-01-21 06:03:49 main:581] : INFO : Epoch 1634 | loss: 0.031175 | val_loss: 0.0311723 | Time: 1759.57 ms [2022-01-21 06:03:50 main:581] : INFO : Epoch 1635 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 1771.22 ms [2022-01-21 06:03:52 main:581] : INFO : Epoch 1636 | loss: 0.0311769 | val_loss: 0.0311755 | Time: 1739.33 ms [2022-01-21 06:03:54 main:581] : INFO : Epoch 1637 | loss: 0.0311803 | val_loss: 0.0311716 | Time: 1787.58 ms [2022-01-21 06:03:56 main:581] : INFO : Epoch 1638 | loss: 0.0311752 | val_loss: 0.0311718 | Time: 1702.73 ms [2022-01-21 06:03:57 main:581] : INFO : Epoch 1639 | loss: 0.0311721 | val_loss: 0.0311682 | Time: 1761.07 ms [2022-01-21 06:03:59 main:581] : INFO : Epoch 1640 | loss: 0.0311691 | val_loss: 0.0311656 | Time: 1778.97 ms [2022-01-21 06:04:01 main:581] : INFO : Epoch 1641 | loss: 0.0311699 | val_loss: 0.031167 | Time: 1760.2 ms [2022-01-21 06:04:03 main:581] : INFO : Epoch 1642 | loss: 0.031176 | val_loss: 0.0311711 | Time: 1768.63 ms [2022-01-21 06:04:05 main:581] : INFO : Epoch 1643 | loss: 0.0311776 | val_loss: 0.031168 | Time: 1769.66 ms [2022-01-21 06:04:06 main:581] : INFO : Epoch 1644 | loss: 0.0311754 | val_loss: 0.0311853 | Time: 1765.48 ms [2022-01-21 06:04:08 main:581] : INFO : Epoch 1645 | loss: 0.0311833 | val_loss: 0.0311762 | Time: 1744.33 ms [2022-01-21 06:04:10 main:581] : INFO : Epoch 1646 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 1776.97 ms [2022-01-21 06:04:12 main:581] : INFO : Epoch 1647 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 1762.78 ms [2022-01-21 06:04:13 main:581] : INFO : Epoch 1648 | loss: 0.031171 | val_loss: 0.0311706 | Time: 1765.18 ms [2022-01-21 06:04:15 main:581] : INFO : Epoch 1649 | loss: 0.0311668 | val_loss: 0.0311668 | Time: 1770.2 ms [2022-01-21 06:04:17 main:581] : INFO : Epoch 1650 | loss: 0.0311658 | val_loss: 0.0311639 | Time: 1760.18 ms [2022-01-21 06:04:19 main:581] : INFO : Epoch 1651 | loss: 0.0311703 | val_loss: 0.031184 | Time: 1776.93 ms [2022-01-21 06:04:20 main:581] : INFO : Epoch 1652 | loss: 0.0311709 | val_loss: 0.0311711 | Time: 1756.79 ms [2022-01-21 06:04:22 main:581] : INFO : Epoch 1653 | loss: 0.0311706 | val_loss: 0.0311701 | Time: 1781.64 ms [2022-01-21 06:04:24 main:581] : INFO : Epoch 1654 | loss: 0.0311696 | val_loss: 0.0311693 | Time: 1767.33 ms [2022-01-21 06:04:26 main:581] : INFO : Epoch 1655 | loss: 0.0311715 | val_loss: 0.0311657 | Time: 1764.51 ms [2022-01-21 06:04:27 main:581] : INFO : Epoch 1656 | loss: 0.0311746 | val_loss: 0.0311779 | Time: 1708.4 ms [2022-01-21 06:04:29 main:581] : INFO : Epoch 1657 | loss: 0.0311712 | val_loss: 0.0311663 | Time: 1771.4 ms [2022-01-21 06:04:31 main:581] : INFO : Epoch 1658 | loss: 0.0311642 | val_loss: 0.0311632 | Time: 1778.01 ms [2022-01-21 06:04:33 main:581] : INFO : Epoch 1659 | loss: 0.0311647 | val_loss: 0.0311645 | Time: 1763.96 ms [2022-01-21 06:04:35 main:581] : INFO : Epoch 1660 | loss: 0.0311654 | val_loss: 0.0311641 | Time: 1763.05 ms [2022-01-21 06:04:36 main:581] : INFO : Epoch 1661 | loss: 0.031163 | val_loss: 0.0311612 | Time: 1775.09 ms [2022-01-21 06:04:38 main:581] : INFO : Epoch 1662 | loss: 0.0311632 | val_loss: 0.0311662 | Time: 1758.41 ms [2022-01-21 06:04:40 main:581] : INFO : Epoch 1663 | loss: 0.031164 | val_loss: 0.0311625 | Time: 1759.7 ms [2022-01-21 06:04:42 main:581] : INFO : Epoch 1664 | loss: 0.0311621 | val_loss: 0.0311631 | Time: 1773.12 ms [2022-01-21 06:04:43 main:581] : INFO : Epoch 1665 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 1764.69 ms [2022-01-21 06:04:45 main:581] : INFO : Epoch 1666 | loss: 0.0311609 | val_loss: 0.03116 | Time: 1738.13 ms [2022-01-21 06:04:47 main:581] : INFO : Epoch 1667 | loss: 0.031162 | val_loss: 0.0311628 | Time: 1748.27 ms [2022-01-21 06:04:49 main:581] : INFO : Epoch 1668 | loss: 0.0311597 | val_loss: 0.0311601 | Time: 1748.6 ms [2022-01-21 06:04:50 main:581] : INFO : Epoch 1669 | loss: 0.0311606 | val_loss: 0.0311616 | Time: 1737.62 ms [2022-01-21 06:04:52 main:581] : INFO : Epoch 1670 | loss: 0.0311592 | val_loss: 0.0311573 | Time: 1733.31 ms [2022-01-21 06:04:54 main:581] : INFO : Epoch 1671 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 1771.54 ms [2022-01-21 06:04:56 main:581] : INFO : Epoch 1672 | loss: 0.0311645 | val_loss: 0.0311616 | Time: 1773.49 ms [2022-01-21 06:04:57 main:581] : INFO : Epoch 1673 | loss: 0.0311598 | val_loss: 0.0311632 | Time: 1750.05 ms [2022-01-21 06:04:59 main:581] : INFO : Epoch 1674 | loss: 0.0311585 | val_loss: 0.0311594 | Time: 1780.99 ms [2022-01-21 06:05:01 main:581] : INFO : Epoch 1675 | loss: 0.0311565 | val_loss: 0.0311628 | Time: 1772.57 ms [2022-01-21 06:05:03 main:581] : INFO : Epoch 1676 | loss: 0.0311573 | val_loss: 0.0311606 | Time: 1773.58 ms [2022-01-21 06:05:04 main:581] : INFO : Epoch 1677 | loss: 0.0311581 | val_loss: 0.0311601 | Time: 1762.36 ms [2022-01-21 06:05:06 main:581] : INFO : Epoch 1678 | loss: 0.0311564 | val_loss: 0.0311582 | Time: 1763.16 ms [2022-01-21 06:05:08 main:581] : INFO : Epoch 1679 | loss: 0.0311548 | val_loss: 0.0311575 | Time: 1764.11 ms [2022-01-21 06:05:10 main:581] : INFO : Epoch 1680 | loss: 0.0311541 | val_loss: 0.0311645 | Time: 1808.62 ms [2022-01-21 06:05:12 main:581] : INFO : Epoch 1681 | loss: 0.0311557 | val_loss: 0.0311599 | Time: 1725.97 ms [2022-01-21 06:05:13 main:581] : INFO : Epoch 1682 | loss: 0.0311549 | val_loss: 0.0311582 | Time: 1804.6 ms [2022-01-21 06:05:15 main:581] : INFO : Epoch 1683 | loss: 0.0311589 | val_loss: 0.031159 | Time: 1797.33 ms [2022-01-21 06:05:17 main:581] : INFO : Epoch 1684 | loss: 0.031156 | val_loss: 0.0311606 | Time: 1787.56 ms [2022-01-21 06:05:19 main:581] : INFO : Epoch 1685 | loss: 0.0311565 | val_loss: 0.0311672 | Time: 1796.43 ms [2022-01-21 06:05:20 main:581] : INFO : Epoch 1686 | loss: 0.0311575 | val_loss: 0.0311562 | Time: 1779.22 ms [2022-01-21 06:05:22 main:581] : INFO : Epoch 1687 | loss: 0.0311566 | val_loss: 0.0311607 | Time: 1788.46 ms [2022-01-21 06:05:24 main:581] : INFO : Epoch 1688 | loss: 0.0311541 | val_loss: 0.0311592 | Time: 1791.42 ms [2022-01-21 06:05:26 main:581] : INFO : Epoch 1689 | loss: 0.0311586 | val_loss: 0.0311595 | Time: 1818.91 ms [2022-01-21 06:05:28 main:581] : INFO : Epoch 1690 | loss: 0.0311562 | val_loss: 0.0311612 | Time: 1755.47 ms [2022-01-21 06:05:29 main:581] : INFO : Epoch 1691 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 1734.88 ms [2022-01-21 06:05:31 main:581] : INFO : Epoch 1692 | loss: 0.0311545 | val_loss: 0.0311566 | Time: 1754.58 ms [2022-01-21 06:05:33 main:581] : INFO : Epoch 1693 | loss: 0.0311526 | val_loss: 0.031166 | Time: 1792.99 ms [2022-01-21 06:05:35 main:581] : INFO : Epoch 1694 | loss: 0.0311587 | val_loss: 0.0311595 | Time: 1760.1 ms [2022-01-21 06:05:36 main:581] : INFO : Epoch 1695 | loss: 0.0311597 | val_loss: 0.031167 | Time: 1759.44 ms [2022-01-21 06:05:38 main:581] : INFO : Epoch 1696 | loss: 0.0311572 | val_loss: 0.0311618 | Time: 1758.83 ms [2022-01-21 06:05:40 main:581] : INFO : Epoch 1697 | loss: 0.0311594 | val_loss: 0.031162 | Time: 1789.42 ms [2022-01-21 06:05:42 main:581] : INFO : Epoch 1698 | loss: 0.0311558 | val_loss: 0.0311602 | Time: 1752.76 ms [2022-01-21 06:05:43 main:581] : INFO : Epoch 1699 | loss: 0.0311558 | val_loss: 0.0311598 | Time: 1735.47 ms [2022-01-21 06:05:45 main:581] : INFO : Epoch 1700 | loss: 0.0311562 | val_loss: 0.0311581 | Time: 1798.54 ms [2022-01-21 06:05:47 main:581] : INFO : Epoch 1701 | loss: 0.0311532 | val_loss: 0.031159 | Time: 1751.24 ms [2022-01-21 06:05:49 main:581] : INFO : Epoch 1702 | loss: 0.031152 | val_loss: 0.0311621 | Time: 1753.4 ms [2022-01-21 06:05:51 main:581] : INFO : Epoch 1703 | loss: 0.0311556 | val_loss: 0.0311599 | Time: 1775.86 ms [2022-01-21 06:05:52 main:581] : INFO : Epoch 1704 | loss: 0.031152 | val_loss: 0.0311647 | Time: 1762.31 ms [2022-01-21 06:05:54 main:581] : INFO : Epoch 1705 | loss: 0.0311557 | val_loss: 0.0311576 | Time: 1766.39 ms [2022-01-21 06:05:56 main:581] : INFO : Epoch 1706 | loss: 0.0311562 | val_loss: 0.0311671 | Time: 1760.75 ms [2022-01-21 06:05:58 main:581] : INFO : Epoch 1707 | loss: 0.0311591 | val_loss: 0.031159 | Time: 1754.26 ms [2022-01-21 06:05:59 main:581] : INFO : Epoch 1708 | loss: 0.0311576 | val_loss: 0.0311599 | Time: 1782.31 ms [2022-01-21 06:06:01 main:581] : INFO : Epoch 1709 | loss: 0.0311566 | val_loss: 0.0311597 | Time: 1742.96 ms [2022-01-21 06:06:03 main:581] : INFO : Epoch 1710 | loss: 0.0311526 | val_loss: 0.0311573 | Time: 1765.71 ms [2022-01-21 06:06:05 main:581] : INFO : Epoch 1711 | loss: 0.0311505 | val_loss: 0.0311582 | Time: 1755.35 ms [2022-01-21 06:06:06 main:581] : INFO : Epoch 1712 | loss: 0.0311527 | val_loss: 0.0311613 | Time: 1781.96 ms [2022-01-21 06:06:08 main:581] : INFO : Epoch 1713 | loss: 0.03115 | val_loss: 0.0311566 | Time: 1777.65 ms [2022-01-21 06:06:10 main:581] : INFO : Epoch 1714 | loss: 0.031153 | val_loss: 0.0311647 | Time: 1766.35 ms [2022-01-21 06:06:12 main:581] : INFO : Epoch 1715 | loss: 0.0311571 | val_loss: 0.0311626 | Time: 1755.45 ms [2022-01-21 06:06:14 main:581] : INFO : Epoch 1716 | loss: 0.031154 | val_loss: 0.0311608 | Time: 1780.43 ms [2022-01-21 06:06:15 main:581] : INFO : Epoch 1717 | loss: 0.031151 | val_loss: 0.0311594 | Time: 1767.11 ms [2022-01-21 06:06:17 main:581] : INFO : Epoch 1718 | loss: 0.031154 | val_loss: 0.0311599 | Time: 1710.28 ms [2022-01-21 06:06:19 main:581] : INFO : Epoch 1719 | loss: 0.0311571 | val_loss: 0.0311594 | Time: 1749.06 ms [2022-01-21 06:06:20 main:581] : INFO : Epoch 1720 | loss: 0.0311566 | val_loss: 0.0311647 | Time: 1732.57 ms [2022-01-21 06:06:22 main:581] : INFO : Epoch 1721 | loss: 0.031159 | val_loss: 0.031158 | Time: 1739.23 ms [2022-01-21 06:06:24 main:581] : INFO : Epoch 1722 | loss: 0.0311534 | val_loss: 0.031159 | Time: 1758.26 ms [2022-01-21 06:06:26 main:581] : INFO : Epoch 1723 | loss: 0.0311536 | val_loss: 0.0311603 | Time: 1741 ms [2022-01-21 06:06:27 main:581] : INFO : Epoch 1724 | loss: 0.0311544 | val_loss: 0.0311647 | Time: 1760.11 ms [2022-01-21 06:06:29 main:581] : INFO : Epoch 1725 | loss: 0.031152 | val_loss: 0.0311576 | Time: 1751.15 ms [2022-01-21 06:06:31 main:581] : INFO : Epoch 1726 | loss: 0.0311497 | val_loss: 0.0311551 | Time: 1787.83 ms [2022-01-21 06:06:33 main:581] : INFO : Epoch 1727 | loss: 0.0311488 | val_loss: 0.031154 | Time: 1751.07 ms [2022-01-21 06:06:35 main:581] : INFO : Epoch 1728 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 1753.01 ms [2022-01-21 06:06:36 main:581] : INFO : Epoch 1729 | loss: 0.0311515 | val_loss: 0.0311577 | Time: 1793.49 ms [2022-01-21 06:06:38 main:581] : INFO : Epoch 1730 | loss: 0.0311506 | val_loss: 0.031168 | Time: 1741.57 ms [2022-01-21 06:06:40 main:581] : INFO : Epoch 1731 | loss: 0.0311596 | val_loss: 0.031163 | Time: 1749.23 ms [2022-01-21 06:06:42 main:581] : INFO : Epoch 1732 | loss: 0.0311565 | val_loss: 0.0311621 | Time: 1789.41 ms [2022-01-21 06:06:43 main:581] : INFO : Epoch 1733 | loss: 0.0311568 | val_loss: 0.0311593 | Time: 1736.87 ms [2022-01-21 06:06:45 main:581] : INFO : Epoch 1734 | loss: 0.0311508 | val_loss: 0.0311586 | Time: 1735.71 ms [2022-01-21 06:06:47 main:581] : INFO : Epoch 1735 | loss: 0.0311484 | val_loss: 0.0311559 | Time: 1725.81 ms [2022-01-21 06:06:49 main:581] : INFO : Epoch 1736 | loss: 0.0311548 | val_loss: 0.0311583 | Time: 1753.7 ms [2022-01-21 06:06:50 main:581] : INFO : Epoch 1737 | loss: 0.0311607 | val_loss: 0.03116 | Time: 1735.38 ms [2022-01-21 06:06:52 main:581] : INFO : Epoch 1738 | loss: 0.0311627 | val_loss: 0.0311572 | Time: 1739.61 ms [2022-01-21 06:06:54 main:581] : INFO : Epoch 1739 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 1757.52 ms [2022-01-21 06:06:56 main:581] : INFO : Epoch 1740 | loss: 0.0311591 | val_loss: 0.0311577 | Time: 1754 ms [2022-01-21 06:06:57 main:581] : INFO : Epoch 1741 | loss: 0.0311553 | val_loss: 0.0311573 | Time: 1762.08 ms [2022-01-21 06:06:59 main:581] : INFO : Epoch 1742 | loss: 0.0311545 | val_loss: 0.0311568 | Time: 1771.36 ms [2022-01-21 06:07:01 main:581] : INFO : Epoch 1743 | loss: 0.0311537 | val_loss: 0.0311573 | Time: 1798.74 ms [2022-01-21 06:07:03 main:581] : INFO : Epoch 1744 | loss: 0.0311542 | val_loss: 0.0311654 | Time: 1733.82 ms [2022-01-21 06:07:04 main:581] : INFO : Epoch 1745 | loss: 0.0311554 | val_loss: 0.0311574 | Time: 1770.18 ms [2022-01-21 06:07:06 main:581] : INFO : Epoch 1746 | loss: 0.0311543 | val_loss: 0.0311579 | Time: 1777.04 ms [2022-01-21 06:07:08 main:581] : INFO : Epoch 1747 | loss: 0.0311597 | val_loss: 0.0311603 | Time: 1771.89 ms [2022-01-21 06:07:10 main:581] : INFO : Epoch 1748 | loss: 0.0311539 | val_loss: 0.0311632 | Time: 1776.47 ms [2022-01-21 06:07:11 main:581] : INFO : Epoch 1749 | loss: 0.0311563 | val_loss: 0.031165 | Time: 1764.11 ms [2022-01-21 06:07:13 main:581] : INFO : Epoch 1750 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 1766.78 ms [2022-01-21 06:07:15 main:581] : INFO : Epoch 1751 | loss: 0.031179 | val_loss: 0.0311779 | Time: 1749.17 ms [2022-01-21 06:07:17 main:581] : INFO : Epoch 1752 | loss: 0.0311786 | val_loss: 0.031174 | Time: 1739.28 ms [2022-01-21 06:07:18 main:581] : INFO : Epoch 1753 | loss: 0.0311735 | val_loss: 0.0311699 | Time: 1770.37 ms [2022-01-21 06:07:20 main:581] : INFO : Epoch 1754 | loss: 0.0311732 | val_loss: 0.0311818 | Time: 1773.04 ms [2022-01-21 06:07:22 main:581] : INFO : Epoch 1755 | loss: 0.031171 | val_loss: 0.0311665 | Time: 1768.97 ms [2022-01-21 06:07:24 main:581] : INFO : Epoch 1756 | loss: 0.031167 | val_loss: 0.0311667 | Time: 1808.49 ms [2022-01-21 06:07:26 main:581] : INFO : Epoch 1757 | loss: 0.0311656 | val_loss: 0.031167 | Time: 1768.86 ms [2022-01-21 06:07:27 main:581] : INFO : Epoch 1758 | loss: 0.0311656 | val_loss: 0.0311671 | Time: 1769.05 ms [2022-01-21 06:07:29 main:581] : INFO : Epoch 1759 | loss: 0.0311655 | val_loss: 0.0311635 | Time: 1790.28 ms [2022-01-21 06:07:31 main:581] : INFO : Epoch 1760 | loss: 0.0311644 | val_loss: 0.031165 | Time: 1801.92 ms [2022-01-21 06:07:33 main:581] : INFO : Epoch 1761 | loss: 0.0311687 | val_loss: 0.0311663 | Time: 1756.33 ms [2022-01-21 06:07:35 main:581] : INFO : Epoch 1762 | loss: 0.0311649 | val_loss: 0.0311653 | Time: 1807.11 ms [2022-01-21 06:07:36 main:581] : INFO : Epoch 1763 | loss: 0.0311661 | val_loss: 0.0311688 | Time: 1802.29 ms [2022-01-21 06:07:38 main:581] : INFO : Epoch 1764 | loss: 0.0311656 | val_loss: 0.0311684 | Time: 1775.36 ms [2022-01-21 06:07:40 main:581] : INFO : Epoch 1765 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 1768.25 ms [2022-01-21 06:07:42 main:581] : INFO : Epoch 1766 | loss: 0.031163 | val_loss: 0.0311614 | Time: 1779.98 ms [2022-01-21 06:07:43 main:581] : INFO : Epoch 1767 | loss: 0.0311603 | val_loss: 0.0311616 | Time: 1776.15 ms [2022-01-21 06:07:45 main:581] : INFO : Epoch 1768 | loss: 0.0311586 | val_loss: 0.0311602 | Time: 1791.89 ms [2022-01-21 06:07:47 main:581] : INFO : Epoch 1769 | loss: 0.0311599 | val_loss: 0.0311614 | Time: 1794.85 ms [2022-01-21 06:07:49 main:581] : INFO : Epoch 1770 | loss: 0.0311584 | val_loss: 0.0311621 | Time: 1801.76 ms [2022-01-21 06:07:51 main:581] : INFO : Epoch 1771 | loss: 0.031157 | val_loss: 0.0311605 | Time: 1758.78 ms [2022-01-21 06:07:52 main:581] : INFO : Epoch 1772 | loss: 0.0311577 | val_loss: 0.0311667 | Time: 1763.39 ms [2022-01-21 06:07:54 main:581] : INFO : Epoch 1773 | loss: 0.031162 | val_loss: 0.0311674 | Time: 1762.55 ms [2022-01-21 06:07:56 main:581] : INFO : Epoch 1774 | loss: 0.031159 | val_loss: 0.0311603 | Time: 1791.84 ms [2022-01-21 06:07:58 main:581] : INFO : Epoch 1775 | loss: 0.031156 | val_loss: 0.0311608 | Time: 1790.12 ms [2022-01-21 06:07:59 main:581] : INFO : Epoch 1776 | loss: 0.0311568 | val_loss: 0.0311748 | Time: 1754.52 ms [2022-01-21 06:08:01 main:581] : INFO : Epoch 1777 | loss: 0.0311659 | val_loss: 0.031167 | Time: 1809.88 ms [2022-01-21 06:08:03 main:581] : INFO : Epoch 1778 | loss: 0.0311606 | val_loss: 0.0311611 | Time: 1800.92 ms [2022-01-21 06:08:05 main:581] : INFO : Epoch 1779 | loss: 0.0311604 | val_loss: 0.0311612 | Time: 1770.45 ms [2022-01-21 06:08:07 main:581] : INFO : Epoch 1780 | loss: 0.0311617 | val_loss: 0.0311632 | Time: 1790.85 ms [2022-01-21 06:08:08 main:581] : INFO : Epoch 1781 | loss: 0.031165 | val_loss: 0.031166 | Time: 1752.68 ms [2022-01-21 06:08:10 main:581] : INFO : Epoch 1782 | loss: 0.031161 | val_loss: 0.0311603 | Time: 1780.79 ms [2022-01-21 06:08:12 main:581] : INFO : Epoch 1783 | loss: 0.0311558 | val_loss: 0.0311632 | Time: 1804.35 ms [2022-01-21 06:08:14 main:581] : INFO : Epoch 1784 | loss: 0.0311562 | val_loss: 0.0311575 | Time: 1789.5 ms [2022-01-21 06:08:16 main:581] : INFO : Epoch 1785 | loss: 0.0311548 | val_loss: 0.0311575 | Time: 1749.85 ms [2022-01-21 06:08:17 main:581] : INFO : Epoch 1786 | loss: 0.0311533 | val_loss: 0.0311584 | Time: 1769.67 ms [2022-01-21 06:08:19 main:581] : INFO : Epoch 1787 | loss: 0.0311534 | val_loss: 0.0311575 | Time: 1762.25 ms [2022-01-21 06:08:21 main:581] : INFO : Epoch 1788 | loss: 0.0311529 | val_loss: 0.0311565 | Time: 1793.9 ms [2022-01-21 06:08:23 main:581] : INFO : Epoch 1789 | loss: 0.0311528 | val_loss: 0.0311584 | Time: 1793.76 ms [2022-01-21 06:08:24 main:581] : INFO : Epoch 1790 | loss: 0.0311526 | val_loss: 0.0311566 | Time: 1744.93 ms [2022-01-21 06:08:26 main:581] : INFO : Epoch 1791 | loss: 0.0311552 | val_loss: 0.0311594 | Time: 1747.34 ms [2022-01-21 06:08:28 main:581] : INFO : Epoch 1792 | loss: 0.0311541 | val_loss: 0.0311596 | Time: 1726.68 ms [2022-01-21 06:08:30 main:581] : INFO : Epoch 1793 | loss: 0.031156 | val_loss: 0.0311564 | Time: 1751.25 ms [2022-01-21 06:08:31 main:581] : INFO : Epoch 1794 | loss: 0.0311547 | val_loss: 0.0311567 | Time: 1724.33 ms [2022-01-21 06:08:33 main:581] : INFO : Epoch 1795 | loss: 0.0311519 | val_loss: 0.0311565 | Time: 1752.23 ms [2022-01-21 06:08:35 main:581] : INFO : Epoch 1796 | loss: 0.0311553 | val_loss: 0.0311681 | Time: 1769.87 ms [2022-01-21 06:08:37 main:581] : INFO : Epoch 1797 | loss: 0.0311605 | val_loss: 0.031164 | Time: 1777.76 ms [2022-01-21 06:08:38 main:581] : INFO : Epoch 1798 | loss: 0.031158 | val_loss: 0.0311562 | Time: 1784.76 ms [2022-01-21 06:08:40 main:581] : INFO : Epoch 1799 | loss: 0.0311506 | val_loss: 0.0311568 | Time: 1765.79 ms [2022-01-21 06:08:42 main:581] : INFO : Epoch 1800 | loss: 0.0311512 | val_loss: 0.0311587 | Time: 1760.53 ms [2022-01-21 06:08:44 main:581] : INFO : Epoch 1801 | loss: 0.0311501 | val_loss: 0.0311564 | Time: 1737.32 ms [2022-01-21 06:08:45 main:581] : INFO : Epoch 1802 | loss: 0.0311526 | val_loss: 0.0311592 | Time: 1743.85 ms [2022-01-21 06:08:47 main:581] : INFO : Epoch 1803 | loss: 0.031157 | val_loss: 0.0311636 | Time: 1754.8 ms [2022-01-21 06:08:49 main:581] : INFO : Epoch 1804 | loss: 0.0311563 | val_loss: 0.0311657 | Time: 1766.4 ms [2022-01-21 06:08:51 main:581] : INFO : Epoch 1805 | loss: 0.0311572 | val_loss: 0.0311617 | Time: 1762.87 ms [2022-01-21 06:08:52 main:581] : INFO : Epoch 1806 | loss: 0.0311643 | val_loss: 0.031175 | Time: 1765.37 ms [2022-01-21 06:08:54 main:581] : INFO : Epoch 1807 | loss: 0.031168 | val_loss: 0.0311678 | Time: 1774.08 ms [2022-01-21 06:08:56 main:581] : INFO : Epoch 1808 | loss: 0.0311587 | val_loss: 0.0311579 | Time: 1744.73 ms [2022-01-21 06:08:58 main:581] : INFO : Epoch 1809 | loss: 0.0311562 | val_loss: 0.0311598 | Time: 1766.63 ms [2022-01-21 06:09:00 main:581] : INFO : Epoch 1810 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 1786.64 ms [2022-01-21 06:09:01 main:581] : INFO : Epoch 1811 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 1806.11 ms [2022-01-21 06:09:03 main:581] : INFO : Epoch 1812 | loss: 0.0311731 | val_loss: 0.0311667 | Time: 1801.9 ms [2022-01-21 06:09:05 main:581] : INFO : Epoch 1813 | loss: 0.031165 | val_loss: 0.0311629 | Time: 1763.19 ms [2022-01-21 06:09:07 main:581] : INFO : Epoch 1814 | loss: 0.0311611 | val_loss: 0.0311674 | Time: 1796.34 ms [2022-01-21 06:09:08 main:581] : INFO : Epoch 1815 | loss: 0.0311597 | val_loss: 0.0311628 | Time: 1728.57 ms [2022-01-21 06:09:10 main:581] : INFO : Epoch 1816 | loss: 0.0311584 | val_loss: 0.0311618 | Time: 1785.44 ms [2022-01-21 06:09:12 main:581] : INFO : Epoch 1817 | loss: 0.0311557 | val_loss: 0.0311651 | Time: 1747.21 ms [2022-01-21 06:09:14 main:581] : INFO : Epoch 1818 | loss: 0.0311572 | val_loss: 0.031163 | Time: 1733.93 ms [2022-01-21 06:09:15 main:581] : INFO : Epoch 1819 | loss: 0.0311541 | val_loss: 0.0311632 | Time: 1781.09 ms [2022-01-21 06:09:17 main:581] : INFO : Epoch 1820 | loss: 0.0311526 | val_loss: 0.0311665 | Time: 1797.46 ms [2022-01-21 06:09:19 main:581] : INFO : Epoch 1821 | loss: 0.031157 | val_loss: 0.031177 | Time: 1778.85 ms [2022-01-21 06:09:21 main:581] : INFO : Epoch 1822 | loss: 0.0311608 | val_loss: 0.0311656 | Time: 1787.1 ms [2022-01-21 06:09:23 main:581] : INFO : Epoch 1823 | loss: 0.0311588 | val_loss: 0.0311612 | Time: 1756.83 ms [2022-01-21 06:09:24 main:581] : INFO : Epoch 1824 | loss: 0.0311568 | val_loss: 0.0311621 | Time: 1772.86 ms [2022-01-21 06:09:26 main:581] : INFO : Epoch 1825 | loss: 0.0311575 | val_loss: 0.031167 | Time: 1789.01 ms [2022-01-21 06:09:28 main:581] : INFO : Epoch 1826 | loss: 0.0311558 | val_loss: 0.031166 | Time: 1774.62 ms [2022-01-21 06:09:30 main:581] : INFO : Epoch 1827 | loss: 0.0311549 | val_loss: 0.0311643 | Time: 1773.83 ms [2022-01-21 06:09:31 main:581] : INFO : Epoch 1828 | loss: 0.0311537 | val_loss: 0.0311592 | Time: 1738.22 ms [2022-01-21 06:09:33 main:581] : INFO : Epoch 1829 | loss: 0.0311534 | val_loss: 0.0311588 | Time: 1766.61 ms [2022-01-21 06:09:35 main:581] : INFO : Epoch 1830 | loss: 0.0311529 | val_loss: 0.0311589 | Time: 1762.52 ms [2022-01-21 06:09:37 main:581] : INFO : Epoch 1831 | loss: 0.0311546 | val_loss: 0.0311577 | Time: 1716.69 ms [2022-01-21 06:09:38 main:581] : INFO : Epoch 1832 | loss: 0.0311541 | val_loss: 0.0311628 | Time: 1772.14 ms [2022-01-21 06:09:40 main:581] : INFO : Epoch 1833 | loss: 0.0311596 | val_loss: 0.0311784 | Time: 1743.68 ms [2022-01-21 06:09:42 main:581] : INFO : Epoch 1834 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 1737.25 ms [2022-01-21 06:09:44 main:581] : INFO : Epoch 1835 | loss: 0.031159 | val_loss: 0.0311628 | Time: 1764.39 ms [2022-01-21 06:09:46 main:581] : INFO : Epoch 1836 | loss: 0.0311517 | val_loss: 0.0311608 | Time: 1787.65 ms [2022-01-21 06:09:47 main:581] : INFO : Epoch 1837 | loss: 0.0311513 | val_loss: 0.0311627 | Time: 1770.2 ms [2022-01-21 06:09:49 main:581] : INFO : Epoch 1838 | loss: 0.03115 | val_loss: 0.0311629 | Time: 1766.59 ms [2022-01-21 06:09:51 main:581] : INFO : Epoch 1839 | loss: 0.0311506 | val_loss: 0.031165 | Time: 1762.19 ms [2022-01-21 06:09:53 main:581] : INFO : Epoch 1840 | loss: 0.0311507 | val_loss: 0.0311585 | Time: 1751.17 ms [2022-01-21 06:09:54 main:581] : INFO : Epoch 1841 | loss: 0.0311497 | val_loss: 0.0311585 | Time: 1759.84 ms [2022-01-21 06:09:56 main:581] : INFO : Epoch 1842 | loss: 0.0311504 | val_loss: 0.0311593 | Time: 1761.2 ms [2022-01-21 06:09:58 main:581] : INFO : Epoch 1843 | loss: 0.0311507 | val_loss: 0.0311705 | Time: 1764.96 ms [2022-01-21 06:10:00 main:581] : INFO : Epoch 1844 | loss: 0.0311532 | val_loss: 0.0311645 | Time: 1749.28 ms [2022-01-21 06:10:01 main:581] : INFO : Epoch 1845 | loss: 0.0311498 | val_loss: 0.0311612 | Time: 1779.68 ms [2022-01-21 06:10:03 main:581] : INFO : Epoch 1846 | loss: 0.0311484 | val_loss: 0.0311596 | Time: 1716.14 ms [2022-01-21 06:10:05 main:581] : INFO : Epoch 1847 | loss: 0.0311487 | val_loss: 0.0311583 | Time: 1767.01 ms [2022-01-21 06:10:07 main:581] : INFO : Epoch 1848 | loss: 0.0311482 | val_loss: 0.0311608 | Time: 1774.42 ms [2022-01-21 06:10:08 main:581] : INFO : Epoch 1849 | loss: 0.0311493 | val_loss: 0.0311673 | Time: 1744.64 ms [2022-01-21 06:10:10 main:581] : INFO : Epoch 1850 | loss: 0.0311541 | val_loss: 0.0311662 | Time: 1760.53 ms [2022-01-21 06:10:12 main:581] : INFO : Epoch 1851 | loss: 0.0311577 | val_loss: 0.031163 | Time: 1755.72 ms [2022-01-21 06:10:14 main:581] : INFO : Epoch 1852 | loss: 0.0311546 | val_loss: 0.0311616 | Time: 1779.63 ms [2022-01-21 06:10:15 main:581] : INFO : Epoch 1853 | loss: 0.0311535 | val_loss: 0.0311593 | Time: 1789.01 ms [2022-01-21 06:10:17 main:581] : INFO : Epoch 1854 | loss: 0.0311524 | val_loss: 0.0311669 | Time: 1787.74 ms [2022-01-21 06:10:19 main:581] : INFO : Epoch 1855 | loss: 0.0311548 | val_loss: 0.0311613 | Time: 1744.21 ms [2022-01-21 06:10:21 main:581] : INFO : Epoch 1856 | loss: 0.0311609 | val_loss: 0.0311853 | Time: 1790.46 ms [2022-01-21 06:10:23 main:581] : INFO : Epoch 1857 | loss: 0.0311943 | val_loss: 0.0311887 | Time: 1737.99 ms [2022-01-21 06:10:24 main:581] : INFO : Epoch 1858 | loss: 0.0311836 | val_loss: 0.0311786 | Time: 1789.13 ms [2022-01-21 06:10:26 main:581] : INFO : Epoch 1859 | loss: 0.0311769 | val_loss: 0.0311781 | Time: 1771.75 ms [2022-01-21 06:10:28 main:581] : INFO : Epoch 1860 | loss: 0.031177 | val_loss: 0.0311787 | Time: 1783.25 ms [2022-01-21 06:10:30 main:581] : INFO : Epoch 1861 | loss: 0.0311771 | val_loss: 0.0311701 | Time: 1767 ms [2022-01-21 06:10:31 main:581] : INFO : Epoch 1862 | loss: 0.0311744 | val_loss: 0.0311692 | Time: 1778.73 ms [2022-01-21 06:10:33 main:581] : INFO : Epoch 1863 | loss: 0.0311715 | val_loss: 0.0311686 | Time: 1771.59 ms [2022-01-21 06:10:35 main:581] : INFO : Epoch 1864 | loss: 0.0311744 | val_loss: 0.0311795 | Time: 1760.41 ms [2022-01-21 06:10:37 main:581] : INFO : Epoch 1865 | loss: 0.0311745 | val_loss: 0.031178 | Time: 1758.66 ms [2022-01-21 06:10:38 main:581] : INFO : Epoch 1866 | loss: 0.0311799 | val_loss: 0.0311737 | Time: 1749.28 ms [2022-01-21 06:10:40 main:581] : INFO : Epoch 1867 | loss: 0.0311808 | val_loss: 0.0311804 | Time: 1758.02 ms [2022-01-21 06:10:42 main:581] : INFO : Epoch 1868 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 1725.65 ms [2022-01-21 06:10:44 main:581] : INFO : Epoch 1869 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1772.79 ms [2022-01-21 06:10:45 main:581] : INFO : Epoch 1870 | loss: 0.0311796 | val_loss: 0.0311755 | Time: 1736.5 ms [2022-01-21 06:10:47 main:581] : INFO : Epoch 1871 | loss: 0.0311761 | val_loss: 0.0311746 | Time: 1773.15 ms [2022-01-21 06:10:49 main:581] : INFO : Epoch 1872 | loss: 0.0311753 | val_loss: 0.0311734 | Time: 1744.18 ms [2022-01-21 06:10:51 main:581] : INFO : Epoch 1873 | loss: 0.031174 | val_loss: 0.0311724 | Time: 1780.44 ms [2022-01-21 06:10:53 main:581] : INFO : Epoch 1874 | loss: 0.0311725 | val_loss: 0.0311714 | Time: 1760.46 ms [2022-01-21 06:10:54 main:581] : INFO : Epoch 1875 | loss: 0.0311747 | val_loss: 0.0311703 | Time: 1810.61 ms [2022-01-21 06:10:56 main:581] : INFO : Epoch 1876 | loss: 0.031171 | val_loss: 0.0311713 | Time: 1783.81 ms [2022-01-21 06:10:58 main:581] : INFO : Epoch 1877 | loss: 0.0311711 | val_loss: 0.0311666 | Time: 1782.14 ms [2022-01-21 06:11:00 main:581] : INFO : Epoch 1878 | loss: 0.0311706 | val_loss: 0.0311673 | Time: 1782.8 ms [2022-01-21 06:11:01 main:581] : INFO : Epoch 1879 | loss: 0.0311721 | val_loss: 0.0311677 | Time: 1765.08 ms [2022-01-21 06:11:03 main:581] : INFO : Epoch 1880 | loss: 0.0311695 | val_loss: 0.031172 | Time: 1774.51 ms [2022-01-21 06:11:05 main:581] : INFO : Epoch 1881 | loss: 0.0311756 | val_loss: 0.0311738 | Time: 1767.75 ms [2022-01-21 06:11:07 main:581] : INFO : Epoch 1882 | loss: 0.0311755 | val_loss: 0.0311725 | Time: 1794.13 ms [2022-01-21 06:11:09 main:581] : INFO : Epoch 1883 | loss: 0.0311796 | val_loss: 0.0311824 | Time: 1804.8 ms [2022-01-21 06:11:10 main:581] : INFO : Epoch 1884 | loss: 0.0311768 | val_loss: 0.0311752 | Time: 1793.12 ms [2022-01-21 06:11:12 main:581] : INFO : Epoch 1885 | loss: 0.0311724 | val_loss: 0.0311721 | Time: 1776.04 ms [2022-01-21 06:11:14 main:581] : INFO : Epoch 1886 | loss: 0.0311684 | val_loss: 0.0311712 | Time: 1792.1 ms [2022-01-21 06:11:16 main:581] : INFO : Epoch 1887 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 1764.67 ms [2022-01-21 06:11:17 main:581] : INFO : Epoch 1888 | loss: 0.0311673 | val_loss: 0.0311721 | Time: 1764.54 ms [2022-01-21 06:11:19 main:581] : INFO : Epoch 1889 | loss: 0.0311675 | val_loss: 0.0311725 | Time: 1768.9 ms [2022-01-21 06:11:21 main:581] : INFO : Epoch 1890 | loss: 0.0311663 | val_loss: 0.0311689 | Time: 1766.99 ms [2022-01-21 06:11:23 main:581] : INFO : Epoch 1891 | loss: 0.0311671 | val_loss: 0.0311693 | Time: 1763.34 ms [2022-01-21 06:11:25 main:581] : INFO : Epoch 1892 | loss: 0.0311672 | val_loss: 0.0311685 | Time: 1749.49 ms [2022-01-21 06:11:26 main:581] : INFO : Epoch 1893 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 1773.18 ms [2022-01-21 06:11:28 main:581] : INFO : Epoch 1894 | loss: 0.0311664 | val_loss: 0.0311684 | Time: 1795.79 ms [2022-01-21 06:11:30 main:581] : INFO : Epoch 1895 | loss: 0.0311663 | val_loss: 0.0311674 | Time: 1777.15 ms [2022-01-21 06:11:32 main:581] : INFO : Epoch 1896 | loss: 0.0311687 | val_loss: 0.0311662 | Time: 1778.89 ms [2022-01-21 06:11:33 main:581] : INFO : Epoch 1897 | loss: 0.031166 | val_loss: 0.0311678 | Time: 1768.15 ms [2022-01-21 06:11:35 main:581] : INFO : Epoch 1898 | loss: 0.0311635 | val_loss: 0.0311663 | Time: 1725 ms [2022-01-21 06:11:37 main:581] : INFO : Epoch 1899 | loss: 0.0311662 | val_loss: 0.0311672 | Time: 1750.02 ms [2022-01-21 06:11:39 main:581] : INFO : Epoch 1900 | loss: 0.0311672 | val_loss: 0.0311687 | Time: 1745.4 ms [2022-01-21 06:11:40 main:581] : INFO : Epoch 1901 | loss: 0.0311688 | val_loss: 0.0311693 | Time: 1749.32 ms [2022-01-21 06:11:42 main:581] : INFO : Epoch 1902 | loss: 0.0311904 | val_loss: 0.0311942 | Time: 1750.22 ms [2022-01-21 06:11:44 main:581] : INFO : Epoch 1903 | loss: 0.0311942 | val_loss: 0.0311905 | Time: 1767.4 ms [2022-01-21 06:11:46 main:581] : INFO : Epoch 1904 | loss: 0.0311896 | val_loss: 0.031188 | Time: 1818.11 ms [2022-01-21 06:11:48 main:581] : INFO : Epoch 1905 | loss: 0.0311852 | val_loss: 0.0311852 | Time: 1805.35 ms [2022-01-21 06:11:49 main:581] : INFO : Epoch 1906 | loss: 0.0311836 | val_loss: 0.031183 | Time: 1778.83 ms [2022-01-21 06:11:51 main:581] : INFO : Epoch 1907 | loss: 0.0311816 | val_loss: 0.0311776 | Time: 1757.38 ms [2022-01-21 06:11:53 main:581] : INFO : Epoch 1908 | loss: 0.0311795 | val_loss: 0.0311829 | Time: 1768.49 ms [2022-01-21 06:11:55 main:581] : INFO : Epoch 1909 | loss: 0.0311804 | val_loss: 0.0311778 | Time: 1783.7 ms [2022-01-21 06:11:56 main:581] : INFO : Epoch 1910 | loss: 0.0311809 | val_loss: 0.0311788 | Time: 1767.59 ms [2022-01-21 06:11:58 main:581] : INFO : Epoch 1911 | loss: 0.0311744 | val_loss: 0.0311737 | Time: 1759.67 ms [2022-01-21 06:12:00 main:581] : INFO : Epoch 1912 | loss: 0.0311737 | val_loss: 0.0311735 | Time: 1751.65 ms [2022-01-21 06:12:02 main:581] : INFO : Epoch 1913 | loss: 0.0311724 | val_loss: 0.0311721 | Time: 1761.16 ms [2022-01-21 06:12:03 main:581] : INFO : Epoch 1914 | loss: 0.0311717 | val_loss: 0.0311715 | Time: 1767.08 ms [2022-01-21 06:12:05 main:581] : INFO : Epoch 1915 | loss: 0.0311716 | val_loss: 0.0311709 | Time: 1776.37 ms [2022-01-21 06:12:07 main:581] : INFO : Epoch 1916 | loss: 0.0311716 | val_loss: 0.031173 | Time: 1752.47 ms [2022-01-21 06:12:09 main:581] : INFO : Epoch 1917 | loss: 0.0311721 | val_loss: 0.0311703 | Time: 1765.94 ms [2022-01-21 06:12:10 main:581] : INFO : Epoch 1918 | loss: 0.0311744 | val_loss: 0.0311707 | Time: 1750.47 ms [2022-01-21 06:12:12 main:581] : INFO : Epoch 1919 | loss: 0.0311721 | val_loss: 0.0311732 | Time: 1765.58 ms [2022-01-21 06:12:14 main:581] : INFO : Epoch 1920 | loss: 0.0311703 | val_loss: 0.0311719 | Time: 1772.29 ms [2022-01-21 06:12:16 main:581] : INFO : Epoch 1921 | loss: 0.0311712 | val_loss: 0.0311703 | Time: 1769.54 ms [2022-01-21 06:12:18 main:581] : INFO : Epoch 1922 | loss: 0.0311705 | val_loss: 0.0311742 | Time: 1789.98 ms [2022-01-21 06:12:19 main:581] : INFO : Epoch 1923 | loss: 0.03117 | val_loss: 0.0311715 | Time: 1756.58 ms [2022-01-21 06:12:21 main:581] : INFO : Epoch 1924 | loss: 0.0311713 | val_loss: 0.0311702 | Time: 1726.7 ms [2022-01-21 06:12:23 main:581] : INFO : Epoch 1925 | loss: 0.0311695 | val_loss: 0.0311699 | Time: 1729.69 ms [2022-01-21 06:12:25 main:581] : INFO : Epoch 1926 | loss: 0.031169 | val_loss: 0.0311702 | Time: 1765 ms [2022-01-21 06:12:26 main:581] : INFO : Epoch 1927 | loss: 0.0311684 | val_loss: 0.0311705 | Time: 1775.91 ms [2022-01-21 06:12:28 main:581] : INFO : Epoch 1928 | loss: 0.0311726 | val_loss: 0.0311711 | Time: 1764.44 ms [2022-01-21 06:12:30 main:581] : INFO : Epoch 1929 | loss: 0.031175 | val_loss: 0.0311892 | Time: 1784.15 ms [2022-01-21 06:12:32 main:581] : INFO : Epoch 1930 | loss: 0.0311734 | val_loss: 0.0311707 | Time: 1749.03 ms [2022-01-21 06:12:33 main:581] : INFO : Epoch 1931 | loss: 0.031167 | val_loss: 0.0311701 | Time: 1754.37 ms [2022-01-21 06:12:35 main:581] : INFO : Epoch 1932 | loss: 0.0311668 | val_loss: 0.0311697 | Time: 1767.27 ms [2022-01-21 06:12:37 main:581] : INFO : Epoch 1933 | loss: 0.0311674 | val_loss: 0.0311687 | Time: 1776.64 ms [2022-01-21 06:12:39 main:581] : INFO : Epoch 1934 | loss: 0.0311661 | val_loss: 0.0311709 | Time: 1768.47 ms [2022-01-21 06:12:40 main:581] : INFO : Epoch 1935 | loss: 0.0311665 | val_loss: 0.0311696 | Time: 1789.12 ms [2022-01-21 06:12:42 main:581] : INFO : Epoch 1936 | loss: 0.0311665 | val_loss: 0.0311706 | Time: 1772.88 ms [2022-01-21 06:12:44 main:581] : INFO : Epoch 1937 | loss: 0.0311693 | val_loss: 0.0311705 | Time: 1755.5 ms [2022-01-21 06:12:46 main:581] : INFO : Epoch 1938 | loss: 0.0311671 | val_loss: 0.0311706 | Time: 1780.67 ms [2022-01-21 06:12:48 main:581] : INFO : Epoch 1939 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 1748.38 ms [2022-01-21 06:12:49 main:581] : INFO : Epoch 1940 | loss: 0.0311674 | val_loss: 0.0311732 | Time: 1745.02 ms [2022-01-21 06:12:51 main:581] : INFO : Epoch 1941 | loss: 0.0311669 | val_loss: 0.0311704 | Time: 1723.38 ms [2022-01-21 06:12:53 main:581] : INFO : Epoch 1942 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 1751.85 ms [2022-01-21 06:12:55 main:581] : INFO : Epoch 1943 | loss: 0.0311683 | val_loss: 0.0311751 | Time: 1758.42 ms [2022-01-21 06:12:56 main:581] : INFO : Epoch 1944 | loss: 0.031167 | val_loss: 0.0311694 | Time: 1783.92 ms [2022-01-21 06:12:58 main:581] : INFO : Epoch 1945 | loss: 0.031165 | val_loss: 0.0311687 | Time: 1764.76 ms [2022-01-21 06:13:00 main:581] : INFO : Epoch 1946 | loss: 0.0311664 | val_loss: 0.0311708 | Time: 1756.36 ms [2022-01-21 06:13:02 main:581] : INFO : Epoch 1947 | loss: 0.0311707 | val_loss: 0.031176 | Time: 1754.35 ms [2022-01-21 06:13:03 main:581] : INFO : Epoch 1948 | loss: 0.0311677 | val_loss: 0.031169 | Time: 1756.78 ms [2022-01-21 06:13:05 main:581] : INFO : Epoch 1949 | loss: 0.0311702 | val_loss: 0.0311676 | Time: 1754.61 ms [2022-01-21 06:13:07 main:581] : INFO : Epoch 1950 | loss: 0.0311664 | val_loss: 0.0311676 | Time: 1782.87 ms [2022-01-21 06:13:09 main:581] : INFO : Epoch 1951 | loss: 0.0311655 | val_loss: 0.0311687 | Time: 1774.04 ms [2022-01-21 06:13:10 main:581] : INFO : Epoch 1952 | loss: 0.0311665 | val_loss: 0.0311799 | Time: 1774.17 ms [2022-01-21 06:13:12 main:581] : INFO : Epoch 1953 | loss: 0.0311704 | val_loss: 0.0311737 | Time: 1755.56 ms [2022-01-21 06:13:14 main:581] : INFO : Epoch 1954 | loss: 0.0311664 | val_loss: 0.0311686 | Time: 1722.54 ms [2022-01-21 06:13:16 main:581] : INFO : Epoch 1955 | loss: 0.0311658 | val_loss: 0.0311688 | Time: 1772.6 ms [2022-01-21 06:13:17 main:581] : INFO : Epoch 1956 | loss: 0.0311674 | val_loss: 0.0311759 | Time: 1740.87 ms [2022-01-21 06:13:19 main:581] : INFO : Epoch 1957 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 1801.62 ms [2022-01-21 06:13:21 main:581] : INFO : Epoch 1958 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 1798.23 ms [2022-01-21 06:13:23 main:581] : INFO : Epoch 1959 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 1772.25 ms [2022-01-21 06:13:25 main:581] : INFO : Epoch 1960 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1771.8 ms [2022-01-21 06:13:26 main:581] : INFO : Epoch 1961 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 1774.79 ms [2022-01-21 06:13:28 main:581] : INFO : Epoch 1962 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 1748.79 ms [2022-01-21 06:13:30 main:581] : INFO : Epoch 1963 | loss: 0.0311652 | val_loss: 0.0311664 | Time: 1777.45 ms [2022-01-21 06:13:32 main:581] : INFO : Epoch 1964 | loss: 0.0311646 | val_loss: 0.0311671 | Time: 1758.98 ms [2022-01-21 06:13:33 main:581] : INFO : Epoch 1965 | loss: 0.0311631 | val_loss: 0.0311673 | Time: 1770.3 ms [2022-01-21 06:13:35 main:581] : INFO : Epoch 1966 | loss: 0.0311639 | val_loss: 0.0311683 | Time: 1776.62 ms [2022-01-21 06:13:37 main:581] : INFO : Epoch 1967 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 1772.91 ms [2022-01-21 06:13:39 main:581] : INFO : Epoch 1968 | loss: 0.0311622 | val_loss: 0.0311671 | Time: 1768.13 ms [2022-01-21 06:13:40 main:581] : INFO : Epoch 1969 | loss: 0.0311629 | val_loss: 0.0311675 | Time: 1734.53 ms [2022-01-21 06:13:42 main:581] : INFO : Epoch 1970 | loss: 0.0311628 | val_loss: 0.0311659 | Time: 1779.23 ms [2022-01-21 06:13:44 main:581] : INFO : Epoch 1971 | loss: 0.0311627 | val_loss: 0.0311657 | Time: 1778.14 ms [2022-01-21 06:13:46 main:581] : INFO : Epoch 1972 | loss: 0.0311618 | val_loss: 0.0311678 | Time: 1740.84 ms [2022-01-21 06:13:47 main:581] : INFO : Epoch 1973 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 1746.47 ms [2022-01-21 06:13:49 main:581] : INFO : Epoch 1974 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 1764.92 ms [2022-01-21 06:13:51 main:581] : INFO : Epoch 1975 | loss: 0.0311618 | val_loss: 0.0311679 | Time: 1766.06 ms [2022-01-21 06:13:53 main:581] : INFO : Epoch 1976 | loss: 0.031163 | val_loss: 0.0311689 | Time: 1762.2 ms [2022-01-21 06:13:55 main:581] : INFO : Epoch 1977 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 1792.74 ms [2022-01-21 06:13:56 main:581] : INFO : Epoch 1978 | loss: 0.0311671 | val_loss: 0.0311808 | Time: 1730.52 ms [2022-01-21 06:13:58 main:581] : INFO : Epoch 1979 | loss: 0.0311677 | val_loss: 0.0311685 | Time: 1767.26 ms [2022-01-21 06:14:00 main:581] : INFO : Epoch 1980 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1782.3 ms [2022-01-21 06:14:02 main:581] : INFO : Epoch 1981 | loss: 0.0311614 | val_loss: 0.0311668 | Time: 1694.51 ms [2022-01-21 06:14:03 main:581] : INFO : Epoch 1982 | loss: 0.0311611 | val_loss: 0.031167 | Time: 1767.87 ms [2022-01-21 06:14:05 main:581] : INFO : Epoch 1983 | loss: 0.0311614 | val_loss: 0.0311785 | Time: 1760.54 ms [2022-01-21 06:14:07 main:581] : INFO : Epoch 1984 | loss: 0.0311641 | val_loss: 0.0311675 | Time: 1746.07 ms [2022-01-21 06:14:09 main:581] : INFO : Epoch 1985 | loss: 0.0311605 | val_loss: 0.0311679 | Time: 1768.56 ms [2022-01-21 06:14:10 main:581] : INFO : Epoch 1986 | loss: 0.0311611 | val_loss: 0.0311677 | Time: 1771.13 ms [2022-01-21 06:14:12 main:581] : INFO : Epoch 1987 | loss: 0.0311612 | val_loss: 0.0311674 | Time: 1778.65 ms [2022-01-21 06:14:14 main:581] : INFO : Epoch 1988 | loss: 0.0311604 | val_loss: 0.031168 | Time: 1778.41 ms [2022-01-21 06:14:16 main:581] : INFO : Epoch 1989 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 1771.28 ms [2022-01-21 06:14:17 main:581] : INFO : Epoch 1990 | loss: 0.0311598 | val_loss: 0.0311678 | Time: 1773.15 ms [2022-01-21 06:14:19 main:581] : INFO : Epoch 1991 | loss: 0.0311612 | val_loss: 0.031168 | Time: 1761.24 ms [2022-01-21 06:14:21 main:581] : INFO : Epoch 1992 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 1765.46 ms [2022-01-21 06:14:23 main:581] : INFO : Epoch 1993 | loss: 0.0311654 | val_loss: 0.031169 | Time: 1773.25 ms [2022-01-21 06:14:25 main:581] : INFO : Epoch 1994 | loss: 0.0311619 | val_loss: 0.0311669 | Time: 1762.95 ms [2022-01-21 06:14:26 main:581] : INFO : Epoch 1995 | loss: 0.0311614 | val_loss: 0.0311661 | Time: 1775.15 ms [2022-01-21 06:14:28 main:581] : INFO : Epoch 1996 | loss: 0.0311598 | val_loss: 0.0311664 | Time: 1769.71 ms [2022-01-21 06:14:30 main:581] : INFO : Epoch 1997 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 1769.1 ms [2022-01-21 06:14:32 main:581] : INFO : Epoch 1998 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 1764.57 ms [2022-01-21 06:14:33 main:581] : INFO : Epoch 1999 | loss: 0.0311662 | val_loss: 0.0311772 | Time: 1777.18 ms [2022-01-21 06:14:35 main:581] : INFO : Epoch 2000 | loss: 0.0311616 | val_loss: 0.0311674 | Time: 1787.03 ms [2022-01-21 06:14:37 main:581] : INFO : Epoch 2001 | loss: 0.0311588 | val_loss: 0.0311674 | Time: 1789.79 ms [2022-01-21 06:14:39 main:581] : INFO : Epoch 2002 | loss: 0.03116 | val_loss: 0.0311713 | Time: 1774.24 ms [2022-01-21 06:14:41 main:581] : INFO : Epoch 2003 | loss: 0.0311626 | val_loss: 0.0311673 | Time: 1789.94 ms [2022-01-21 06:14:42 main:581] : INFO : Epoch 2004 | loss: 0.03116 | val_loss: 0.031165 | Time: 1785.03 ms [2022-01-21 06:14:44 main:581] : INFO : Epoch 2005 | loss: 0.0311587 | val_loss: 0.0311648 | Time: 1752.26 ms [2022-01-21 06:14:46 main:581] : INFO : Epoch 2006 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 1768.89 ms [2022-01-21 06:14:48 main:581] : INFO : Epoch 2007 | loss: 0.0311622 | val_loss: 0.0311688 | Time: 1767.31 ms [2022-01-21 06:14:49 main:581] : INFO : Epoch 2008 | loss: 0.0311629 | val_loss: 0.0311652 | Time: 1767.71 ms [2022-01-21 06:14:51 main:581] : INFO : Epoch 2009 | loss: 0.0311643 | val_loss: 0.0311674 | Time: 1749.31 ms [2022-01-21 06:14:53 main:581] : INFO : Epoch 2010 | loss: 0.0311604 | val_loss: 0.031168 | Time: 1738.07 ms [2022-01-21 06:14:55 main:581] : INFO : Epoch 2011 | loss: 0.0311613 | val_loss: 0.0311674 | Time: 1749.38 ms [2022-01-21 06:14:56 main:581] : INFO : Epoch 2012 | loss: 0.0311617 | val_loss: 0.0311662 | Time: 1756.11 ms [2022-01-21 06:14:58 main:581] : INFO : Epoch 2013 | loss: 0.0311645 | val_loss: 0.0311665 | Time: 1753.49 ms [2022-01-21 06:15:00 main:581] : INFO : Epoch 2014 | loss: 0.0311629 | val_loss: 0.031165 | Time: 1753.58 ms [2022-01-21 06:15:02 main:581] : INFO : Epoch 2015 | loss: 0.0311616 | val_loss: 0.0311664 | Time: 1743.58 ms [2022-01-21 06:15:03 main:581] : INFO : Epoch 2016 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 1745.42 ms [2022-01-21 06:15:05 main:581] : INFO : Epoch 2017 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 1757.48 ms [2022-01-21 06:15:07 main:581] : INFO : Epoch 2018 | loss: 0.0311621 | val_loss: 0.0311671 | Time: 1715.24 ms [2022-01-21 06:15:09 main:581] : INFO : Epoch 2019 | loss: 0.0311612 | val_loss: 0.0311678 | Time: 1749.75 ms [2022-01-21 06:15:10 main:581] : INFO : Epoch 2020 | loss: 0.0311609 | val_loss: 0.031165 | Time: 1746.92 ms [2022-01-21 06:15:12 main:581] : INFO : Epoch 2021 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 1749.39 ms [2022-01-21 06:15:14 main:581] : INFO : Epoch 2022 | loss: 0.0311611 | val_loss: 0.0311654 | Time: 1750.02 ms [2022-01-21 06:15:16 main:581] : INFO : Epoch 2023 | loss: 0.0311609 | val_loss: 0.0311682 | Time: 1752.28 ms [2022-01-21 06:15:17 main:581] : INFO : Epoch 2024 | loss: 0.0311612 | val_loss: 0.0311669 | Time: 1712.98 ms [2022-01-21 06:15:19 main:581] : INFO : Epoch 2025 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 1723.3 ms [2022-01-21 06:15:21 main:581] : INFO : Epoch 2026 | loss: 0.0311605 | val_loss: 0.0311679 | Time: 1757.13 ms [2022-01-21 06:15:23 main:581] : INFO : Epoch 2027 | loss: 0.0311594 | val_loss: 0.0311631 | Time: 1762.96 ms [2022-01-21 06:15:24 main:581] : INFO : Epoch 2028 | loss: 0.031161 | val_loss: 0.0311648 | Time: 1760.85 ms [2022-01-21 06:15:26 main:581] : INFO : Epoch 2029 | loss: 0.0311593 | val_loss: 0.031165 | Time: 1755.37 ms [2022-01-21 06:15:28 main:581] : INFO : Epoch 2030 | loss: 0.0311608 | val_loss: 0.0311642 | Time: 1768.4 ms [2022-01-21 06:15:30 main:581] : INFO : Epoch 2031 | loss: 0.031161 | val_loss: 0.031168 | Time: 1768.22 ms [2022-01-21 06:15:31 main:581] : INFO : Epoch 2032 | loss: 0.0311599 | val_loss: 0.0311643 | Time: 1751.75 ms [2022-01-21 06:15:33 main:581] : INFO : Epoch 2033 | loss: 0.031158 | val_loss: 0.0311667 | Time: 1721.24 ms [2022-01-21 06:15:35 main:581] : INFO : Epoch 2034 | loss: 0.0311588 | val_loss: 0.0311625 | Time: 1755.29 ms [2022-01-21 06:15:37 main:581] : INFO : Epoch 2035 | loss: 0.0311575 | val_loss: 0.0311615 | Time: 1749.67 ms [2022-01-21 06:15:38 main:581] : INFO : Epoch 2036 | loss: 0.0311604 | val_loss: 0.0311663 | Time: 1758.05 ms [2022-01-21 06:15:40 main:581] : INFO : Epoch 2037 | loss: 0.031158 | val_loss: 0.0311643 | Time: 1770.69 ms [2022-01-21 06:15:42 main:581] : INFO : Epoch 2038 | loss: 0.0311576 | val_loss: 0.0311635 | Time: 1755.92 ms [2022-01-21 06:15:44 main:581] : INFO : Epoch 2039 | loss: 0.0311563 | val_loss: 0.0311635 | Time: 1742.14 ms [2022-01-21 06:15:45 main:581] : INFO : Epoch 2040 | loss: 0.031155 | val_loss: 0.0311606 | Time: 1725.6 ms [2022-01-21 06:15:47 main:581] : INFO : Epoch 2041 | loss: 0.0311557 | val_loss: 0.031165 | Time: 1748.95 ms [2022-01-21 06:15:49 main:581] : INFO : Epoch 2042 | loss: 0.031155 | val_loss: 0.0311611 | Time: 1756.06 ms [2022-01-21 06:15:51 main:581] : INFO : Epoch 2043 | loss: 0.0311544 | val_loss: 0.0311634 | Time: 1744.62 ms [2022-01-21 06:15:52 main:581] : INFO : Epoch 2044 | loss: 0.0311558 | val_loss: 0.0311608 | Time: 1780.6 ms [2022-01-21 06:15:54 main:581] : INFO : Epoch 2045 | loss: 0.0311532 | val_loss: 0.0311604 | Time: 1800.14 ms [2022-01-21 06:15:56 main:581] : INFO : Epoch 2046 | loss: 0.0311582 | val_loss: 0.0311611 | Time: 1773.09 ms [2022-01-21 06:15:58 main:581] : INFO : Epoch 2047 | loss: 0.0311562 | val_loss: 0.0311633 | Time: 1787.47 ms [2022-01-21 06:16:00 main:581] : INFO : Epoch 2048 | loss: 0.0311565 | val_loss: 0.0311655 | Time: 1804.42 ms [2022-01-21 06:16:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311655 [2022-01-21 06:16:00 main:610] : INFO : Saving end state to config to file [2022-01-21 06:16:00 main:615] : INFO : Success, exiting.. 06:16:00 (17264): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)